Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 101223 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.3 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 2 |
num_procedures has 46212 (45.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-01 05:26:03.141637 |
|---|---|
| Analysis finished | 2025-05-01 05:26:14.212207 |
| Duration | 11.07 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.959663 |
| Minimum | 5 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 55 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 85 |
| Maximum | 95 |
| Range | 90 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.95113 |
|---|---|
| Coefficient of variation (CV) | 0.24183158 |
| Kurtosis | 0.27612077 |
| Mean | 65.959663 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.62882939 |
| Sum | 6676635 |
| Variance | 254.43854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75 | 25888 | |
| 65 | 22365 | |
| 55 | 17150 | |
| 85 | 17107 | |
| 45 | 9654 | 9.5% |
| 35 | 3768 | 3.7% |
| 95 | 2792 | 2.8% |
| 25 | 1653 | 1.6% |
| 15 | 686 | 0.7% |
| 5 | 160 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 160 | 0.2% |
| 15 | 686 | 0.7% |
| 25 | 1653 | 1.6% |
| 35 | 3768 | 3.7% |
| 45 | 9654 | 9.5% |
| 55 | 17150 | |
| 65 | 22365 | |
| 75 | 25888 | |
| 85 | 17107 | |
| 95 | 2792 | 2.8% |
| Value | Count | Frequency (%) |
| 95 | 2792 | 2.8% |
| 85 | 17107 | |
| 75 | 25888 | |
| 65 | 22365 | |
| 55 | 17150 | |
| 45 | 9654 | 9.5% |
| 35 | 3768 | 3.7% |
| 25 | 1653 | 1.6% |
| 15 | 686 | 0.7% |
| 5 | 160 | 0.2% |
admission_type_id
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0282248 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4471052 |
|---|---|
| Coefficient of variation (CV) | 0.71348365 |
| Kurtosis | 1.9234629 |
| Mean | 2.0282248 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5866938 |
| Sum | 205303 |
| Variance | 2.0941135 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 53509 | |
| 3 | 18831 | 18.6% |
| 2 | 18465 | 18.2% |
| 6 | 5289 | 5.2% |
| 5 | 4778 | 4.7% |
| 8 | 320 | 0.3% |
| 7 | 21 | < 0.1% |
| 4 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 53509 | |
| 2 | 18465 | 18.2% |
| 3 | 18831 | 18.6% |
| 4 | 10 | < 0.1% |
| 5 | 4778 | 4.7% |
| 6 | 5289 | 5.2% |
| 7 | 21 | < 0.1% |
| 8 | 320 | 0.3% |
| Value | Count | Frequency (%) |
| 8 | 320 | 0.3% |
| 7 | 21 | < 0.1% |
| 6 | 5289 | 5.2% |
| 5 | 4778 | 4.7% |
| 4 | 10 | < 0.1% |
| 3 | 18831 | 18.6% |
| 2 | 18465 | 18.2% |
| 1 | 53509 |
discharge_disposition_id
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7275323 |
| Minimum | 1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.2900007 |
|---|---|
| Coefficient of variation (CV) | 1.4191697 |
| Kurtosis | 5.9566599 |
| Mean | 3.7275323 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5550926 |
| Sum | 377312 |
| Variance | 27.984108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 59764 | |
| 3 | 13907 | 13.7% |
| 6 | 12879 | 12.7% |
| 18 | 3690 | 3.6% |
| 2 | 2128 | 2.1% |
| 22 | 1992 | 2.0% |
| 11 | 1642 | 1.6% |
| 5 | 1184 | 1.2% |
| 25 | 988 | 1.0% |
| 4 | 815 | 0.8% |
| Other values (16) | 2234 | 2.2% |
| Value | Count | Frequency (%) |
| 1 | 59764 | |
| 2 | 2128 | 2.1% |
| 3 | 13907 | 13.7% |
| 4 | 815 | 0.8% |
| 5 | 1184 | 1.2% |
| 6 | 12879 | 12.7% |
| 7 | 623 | 0.6% |
| 8 | 108 | 0.1% |
| 9 | 21 | < 0.1% |
| 10 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 28 | 139 | 0.1% |
| 27 | 5 | < 0.1% |
| 25 | 988 | 1.0% |
| 24 | 48 | < 0.1% |
| 23 | 412 | 0.4% |
| 22 | 1992 | |
| 20 | 2 | < 0.1% |
| 19 | 8 | < 0.1% |
| 18 | 3690 | |
| 17 | 14 | < 0.1% |
admission_source_id
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7495036 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 17 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.0712476 |
|---|---|
| Coefficient of variation (CV) | 0.70810419 |
| Kurtosis | 1.7352943 |
| Mean | 5.7495036 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.0321366 |
| Sum | 581982 |
| Variance | 16.575057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 57011 | |
| 1 | 29519 | |
| 17 | 6771 | 6.7% |
| 4 | 3187 | 3.1% |
| 6 | 2261 | 2.2% |
| 2 | 1104 | 1.1% |
| 5 | 855 | 0.8% |
| 3 | 187 | 0.2% |
| 20 | 161 | 0.2% |
| 9 | 124 | 0.1% |
| Other values (7) | 43 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29519 | |
| 2 | 1104 | 1.1% |
| 3 | 187 | 0.2% |
| 4 | 3187 | 3.1% |
| 5 | 855 | 0.8% |
| 6 | 2261 | 2.2% |
| 7 | 57011 | |
| 8 | 16 | < 0.1% |
| 9 | 124 | 0.1% |
| 10 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 25 | 2 | < 0.1% |
| 22 | 12 | < 0.1% |
| 20 | 161 | 0.2% |
| 17 | 6771 | |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 8 | < 0.1% |
| 9 | 124 | 0.1% |
| 8 | 16 | < 0.1% |
time_in_hospital
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4047302 |
| Minimum | 1 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9888206 |
|---|---|
| Coefficient of variation (CV) | 0.67854794 |
| Kurtosis | 0.8358347 |
| Mean | 4.4047302 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1293023 |
| Sum | 445860 |
| Variance | 8.9330483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 17612 | |
| 2 | 17053 | |
| 1 | 14110 | |
| 4 | 13857 | |
| 5 | 9931 | |
| 6 | 7523 | |
| 7 | 5852 | 5.8% |
| 8 | 4388 | 4.3% |
| 9 | 3000 | 3.0% |
| 10 | 2342 | 2.3% |
| Other values (4) | 5555 | 5.5% |
| Value | Count | Frequency (%) |
| 1 | 14110 | |
| 2 | 17053 | |
| 3 | 17612 | |
| 4 | 13857 | |
| 5 | 9931 | |
| 6 | 7523 | |
| 7 | 5852 | 5.8% |
| 8 | 4388 | 4.3% |
| 9 | 3000 | 3.0% |
| 10 | 2342 | 2.3% |
| Value | Count | Frequency (%) |
| 14 | 1042 | 1.0% |
| 13 | 1210 | 1.2% |
| 12 | 1448 | 1.4% |
| 11 | 1855 | 1.8% |
| 10 | 2342 | 2.3% |
| 9 | 3000 | 3.0% |
| 8 | 4388 | |
| 7 | 5852 | |
| 6 | 7523 | |
| 5 | 9931 |
num_lab_procedures
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.103919 |
| Minimum | 1 |
|---|---|
| Maximum | 132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 31 |
| median | 44 |
| Q3 | 57 |
| 95-th percentile | 73 |
| Maximum | 132 |
| Range | 131 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.681372 |
|---|---|
| Coefficient of variation (CV) | 0.45660285 |
| Kurtosis | -0.2477764 |
| Mean | 43.103919 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.23447061 |
| Sum | 4363108 |
| Variance | 387.35642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3166 | 3.1% |
| 43 | 2781 | 2.7% |
| 44 | 2472 | 2.4% |
| 45 | 2353 | 2.3% |
| 38 | 2205 | 2.2% |
| 40 | 2189 | 2.2% |
| 46 | 2175 | 2.1% |
| 41 | 2105 | 2.1% |
| 42 | 2104 | 2.1% |
| 47 | 2097 | 2.1% |
| Other values (108) | 77576 |
| Value | Count | Frequency (%) |
| 1 | 3166 | |
| 2 | 1097 | 1.1% |
| 3 | 665 | 0.7% |
| 4 | 377 | 0.4% |
| 5 | 286 | 0.3% |
| 6 | 279 | 0.3% |
| 7 | 323 | 0.3% |
| 8 | 364 | 0.4% |
| 9 | 931 | 0.9% |
| 10 | 837 | 0.8% |
| Value | Count | Frequency (%) |
| 132 | 1 | < 0.1% |
| 129 | 1 | < 0.1% |
| 126 | 1 | < 0.1% |
| 121 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 118 | 1 | < 0.1% |
| 114 | 2 | |
| 113 | 3 | |
| 111 | 3 | |
| 109 | 4 |
num_procedures
Real number (ℝ)
Zeros 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3447141 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 46212 |
| Zeros (%) | 45.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.707102 |
|---|---|
| Coefficient of variation (CV) | 1.2694907 |
| Kurtosis | 0.84227892 |
| Mean | 1.3447141 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3111571 |
| Sum | 136116 |
| Variance | 2.9141974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46212 | |
| 1 | 20689 | |
| 2 | 12697 | 12.5% |
| 3 | 9429 | 9.3% |
| 6 | 4943 | 4.9% |
| 4 | 4177 | 4.1% |
| 5 | 3076 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 46212 | |
| 1 | 20689 | |
| 2 | 12697 | 12.5% |
| 3 | 9429 | 9.3% |
| 4 | 4177 | 4.1% |
| 5 | 3076 | 3.0% |
| 6 | 4943 | 4.9% |
| Value | Count | Frequency (%) |
| 6 | 4943 | 4.9% |
| 5 | 3076 | 3.0% |
| 4 | 4177 | 4.1% |
| 3 | 9429 | 9.3% |
| 2 | 12697 | 12.5% |
| 1 | 20689 | |
| 0 | 46212 |
num_medications
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.036118 |
| Minimum | 1 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 81 |
| Range | 80 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.1401813 |
|---|---|
| Coefficient of variation (CV) | 0.50761544 |
| Kurtosis | 3.4507857 |
| Mean | 16.036118 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.3236994 |
| Sum | 1623224 |
| Variance | 66.262551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 6032 | 6.0% |
| 12 | 5939 | 5.9% |
| 15 | 5754 | 5.7% |
| 11 | 5753 | 5.7% |
| 14 | 5662 | 5.6% |
| 16 | 5391 | 5.3% |
| 10 | 5298 | 5.2% |
| 17 | 4888 | 4.8% |
| 9 | 4879 | 4.8% |
| 18 | 4503 | 4.4% |
| Other values (65) | 47124 |
| Value | Count | Frequency (%) |
| 1 | 262 | 0.3% |
| 2 | 468 | 0.5% |
| 3 | 896 | 0.9% |
| 4 | 1412 | 1.4% |
| 5 | 2006 | 2.0% |
| 6 | 2692 | |
| 7 | 3469 | |
| 8 | 4337 | |
| 9 | 4879 | |
| 10 | 5298 |
| Value | Count | Frequency (%) |
| 81 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 75 | 2 | < 0.1% |
| 74 | 1 | < 0.1% |
| 72 | 3 | |
| 70 | 2 | < 0.1% |
| 69 | 5 | |
| 68 | 7 | |
| 67 | 7 | |
| 66 | 5 |
number_diagnoses
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4190648 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9344045 |
|---|---|
| Coefficient of variation (CV) | 0.26073427 |
| Kurtosis | -0.084876655 |
| Mean | 7.4190648 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.87317843 |
| Sum | 750980 |
| Variance | 3.7419206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 49090 | |
| 5 | 11353 | 11.2% |
| 8 | 10592 | 10.5% |
| 7 | 10355 | 10.2% |
| 6 | 10130 | 10.0% |
| 4 | 5518 | 5.5% |
| 3 | 2832 | 2.8% |
| 2 | 1023 | 1.0% |
| 1 | 215 | 0.2% |
| 16 | 45 | < 0.1% |
| Other values (6) | 70 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 215 | 0.2% |
| 2 | 1023 | 1.0% |
| 3 | 2832 | 2.8% |
| 4 | 5518 | 5.5% |
| 5 | 11353 | 11.2% |
| 6 | 10130 | 10.0% |
| 7 | 10355 | 10.2% |
| 8 | 10592 | 10.5% |
| 9 | 49090 | |
| 10 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 45 | < 0.1% |
| 15 | 10 | < 0.1% |
| 14 | 7 | < 0.1% |
| 13 | 16 | < 0.1% |
| 12 | 9 | < 0.1% |
| 11 | 11 | < 0.1% |
| 10 | 17 | < 0.1% |
| 9 | 49090 | |
| 8 | 10592 | 10.5% |
| 7 | 10355 | 10.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 101223 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 101223 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 101223 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 77862 | |
| 0 | 23361 | 23.1% |
readmitted
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| NO | |
|---|---|
| >30 | |
| <30 |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.4612588 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO |
|---|---|
| 2nd row | >30 |
| 3rd row | NO |
| 4th row | NO |
| 5th row | NO |
Common Values
| Value | Count | Frequency (%) |
| NO | 54533 | |
| >30 | 35352 | |
| <30 | 11338 | 11.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 54533 | |
| 30 | 46690 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 54533 | |
| O | 54533 | |
| 3 | 46690 | |
| 0 | 46690 | |
| > | 35352 | |
| < | 11338 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 249136 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 54533 | |
| O | 54533 | |
| 3 | 46690 | |
| 0 | 46690 | |
| > | 35352 | |
| < | 11338 | 4.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 249136 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 54533 | |
| O | 54533 | |
| 3 | 46690 | |
| 0 | 46690 | |
| > | 35352 | |
| < | 11338 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 249136 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 54533 | |
| O | 54533 | |
| 3 | 46690 | |
| 0 | 46690 | |
| > | 35352 | |
| < | 11338 | 4.6% |
Interactions
Correlations
| admission_source_id | admission_type_id | age | diabetesMed | discharge_disposition_id | num_lab_procedures | num_medications | num_procedures | number_diagnoses | readmitted | time_in_hospital | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| admission_source_id | 1.000 | -0.381 | 0.049 | 0.018 | 0.043 | 0.136 | -0.063 | -0.203 | 0.105 | 0.056 | 0.004 |
| admission_type_id | -0.381 | 1.000 | -0.022 | 0.043 | 0.019 | -0.224 | 0.086 | 0.214 | -0.126 | 0.045 | -0.017 |
| age | 0.049 | -0.022 | 1.000 | 0.043 | 0.253 | 0.027 | 0.027 | -0.058 | 0.196 | 0.038 | 0.120 |
| diabetesMed | 0.018 | 0.043 | 0.043 | 1.000 | 0.082 | 0.043 | 0.197 | 0.028 | 0.031 | 0.062 | 0.071 |
| discharge_disposition_id | 0.043 | 0.019 | 0.253 | 0.082 | 1.000 | 0.059 | 0.170 | 0.011 | 0.152 | 0.120 | 0.274 |
| num_lab_procedures | 0.136 | -0.224 | 0.027 | 0.043 | 0.059 | 1.000 | 0.251 | 0.023 | 0.170 | 0.031 | 0.336 |
| num_medications | -0.063 | 0.086 | 0.027 | 0.197 | 0.170 | 0.251 | 1.000 | 0.352 | 0.294 | 0.063 | 0.465 |
| num_procedures | -0.203 | 0.214 | -0.058 | 0.028 | 0.011 | 0.023 | 0.352 | 1.000 | 0.070 | 0.037 | 0.186 |
| number_diagnoses | 0.105 | -0.126 | 0.196 | 0.031 | 0.152 | 0.170 | 0.294 | 0.070 | 1.000 | 0.082 | 0.238 |
| readmitted | 0.056 | 0.045 | 0.038 | 0.062 | 0.120 | 0.031 | 0.063 | 0.037 | 0.082 | 1.000 | 0.047 |
| time_in_hospital | 0.004 | -0.017 | 0.120 | 0.071 | 0.274 | 0.336 | 0.465 | 0.186 | 0.238 | 0.047 | 1.000 |
Missing values
Sample
| age | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | num_lab_procedures | num_procedures | num_medications | number_diagnoses | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 6 | 25 | 1 | 1 | 41 | 0 | 1 | 1 | 0 | NO |
| 1 | 15 | 1 | 1 | 7 | 3 | 59 | 0 | 18 | 9 | 1 | >30 |
| 2 | 25 | 1 | 1 | 7 | 2 | 11 | 5 | 13 | 6 | 1 | NO |
| 3 | 35 | 1 | 1 | 7 | 2 | 44 | 1 | 16 | 7 | 1 | NO |
| 4 | 45 | 1 | 1 | 7 | 1 | 51 | 0 | 8 | 5 | 1 | NO |
| 5 | 55 | 2 | 1 | 2 | 3 | 31 | 6 | 16 | 9 | 1 | >30 |
| 6 | 65 | 3 | 1 | 2 | 4 | 70 | 1 | 21 | 7 | 1 | NO |
| 7 | 75 | 1 | 1 | 7 | 5 | 73 | 0 | 12 | 8 | 1 | >30 |
| 8 | 85 | 2 | 1 | 4 | 13 | 68 | 2 | 28 | 8 | 1 | NO |
| 9 | 95 | 3 | 3 | 4 | 12 | 33 | 3 | 18 | 8 | 1 | NO |
| age | admission_type_id | discharge_disposition_id | admission_source_id | time_in_hospital | num_lab_procedures | num_procedures | num_medications | number_diagnoses | diabetesMed | readmitted | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 101756 | 65 | 1 | 1 | 7 | 2 | 46 | 6 | 17 | 9 | 1 | >30 |
| 101757 | 75 | 1 | 1 | 7 | 5 | 21 | 1 | 16 | 9 | 1 | NO |
| 101758 | 85 | 1 | 1 | 7 | 5 | 76 | 1 | 22 | 9 | 1 | NO |
| 101759 | 85 | 1 | 1 | 7 | 1 | 1 | 0 | 15 | 7 | 1 | NO |
| 101760 | 65 | 1 | 1 | 7 | 6 | 45 | 1 | 25 | 9 | 1 | >30 |
| 101761 | 75 | 1 | 3 | 7 | 3 | 51 | 0 | 16 | 9 | 1 | >30 |
| 101762 | 85 | 1 | 4 | 5 | 5 | 33 | 3 | 18 | 9 | 1 | NO |
| 101763 | 75 | 1 | 1 | 7 | 1 | 53 | 0 | 9 | 13 | 1 | NO |
| 101764 | 85 | 2 | 3 | 7 | 10 | 45 | 2 | 21 | 9 | 1 | NO |
| 101765 | 75 | 1 | 1 | 7 | 6 | 13 | 3 | 3 | 9 | 0 | NO |